DEVELOPMENT... OpenML
Run
149192

Run 149192

Task 229 (Supervised Classification) SEA(50) Uploaded 07-02-2015 by Felicia West
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Flow

weka.END_ND_J48(2)Lin Dong, Eibe Frank, Stefan Kramer: Ensembles of Balanced Nested Dichotomies for Multi-class Problems. In: PKDD, 84-95, 2005. Eibe Frank, Stefan Kramer: Ensembles of nested dichotomies for multi-class problems. In: Twenty-first International Conference on Machine Learning, 2004.
weka.J48(3)_C0.25
weka.J48(3)_M2
weka.END_ND_J48(2)_S1
weka.END_ND_J48(2)_I10
weka.END_ND_J48(2)_Wweka.classifiers.meta.nestedDichotomies.ND
weka.ND_J48(2)_S1
weka.ND_J48(2)_Wweka.classifiers.trees.J48

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

22 Evaluation measures

Area under ROC curve
0.8973
Per class
F measure
0.8496
Per class
Kappa
0.6815
KB relative information score
557735.9595
Mean absolute error
0.2219
Mean prior absolute error
0.4739
Number of instances
1000000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8494
Per class
Predictive accuracy
0.8502
Prior entropy
0.9619
Recall
0.8502
Per class
Relative absolute error
0.4683
Root mean prior squared error
0.4868
Root mean squared error
0.3344
Root relative squared error
0.6869
SciMark benchmark
911.3823
UserCPU time millis
563360
UserCPU time millis testing
12850
UserCPU time millis training
550510